Feature Selection

Data Distribution Valuation NeurIPS 2024 Decorrelated Variable Importance JMLR 2024 DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection NeurIPS 2024 Deletion-Robust Submodular Maximization with Knapsack Constraints AAAI 2024 DeRDaVa: Deletion-Robust Data Valuation for Machine Learning AAAI 2024 Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024 Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning AAAI 2024 Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference IJCAI 2024 Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024 End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024 Estimating Conditional Mutual Information for Dynamic Feature Selection ICLR 2024 Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection ICLR 2024 Exploration of the Search Space of Gaussian Graphical Models for Paired Data JMLR 2024 Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024 Generator Assisted Mixture of Experts for Feature Acquisition in Batch AAAI 2024 Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024 Learning Causal Markov Boundaries with Mixed Observational and Experimental Data PGM 2024 More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024 Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NeurIPS 2024 One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NeurIPS 2024 On Sparse Canonical Correlation Analysis NeurIPS 2024 Permutation-Based Hypothesis Testing for Neural Networks AAAI 2024 Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024 Selective Deep Autoencoder for Unsupervised Feature Selection AAAI 2024 Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection AAAI 2024